Antti Hurmalainen

Exemplar-Based Sparse Representations for Noise Robust Automatic Speech Recognition

Jort F. Gemmeke, Tuomas Virtanen, Antti Hurmalainen · IEEE Transactions on Audio Speech and Language Processing · 2011 · 327 citations · Full text

Source Separation, Engineering, Machine Learning +18

Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize?

Felix Weninger, Martin Wöllmer, Jürgen T. Geiger et al. · 2012 · 41 citations

Non-negative Matrix Factorization, Engineering, Machine Learning +24

Non-negative matrix deconvolution in noise robust speech recognition

Antti Hurmalainen, Jort F. Gemmeke, Tuomas Virtanen · 2011 · 29 citations

Engineering, Machine Learning, Recognition System +20

Modelling non-stationary noise with spectral factorisation in automatic speech recognition

Antti Hurmalainen, Jort F. Gemmeke, Tuomas Virtanen · Computer Speech & Language · 2012 · 29 citations · Full text

Non-stationary Noise, Engineering, Health Sciences +13

Group sparsity for speaker identity discrimination in factorisation-based speech recognition

Antti Hurmalainen, Rahim Saeidi, Tuomas Virtanen · 2012 · 26 citations · Full text